Turn internal knowledge into training with evidence of performance
Convert approved material into courses, role tasks, open-ended evidence, reviewer feedback, and a maintainable programme.
Each step stays editable, visible, and connected
Illustrative examples show how each step connects to the next action.
- Step 01
Source material
Choose material you are allowed to use and identify the teaching goal. Remove unnecessary personal information before processing it.
SourceSource material
DescriptionBook or PDFVideosWhat should students learn?Build confident product decisions from research evidence+Add approved source materialPDF, DOCX, video or lesson recording - Step 02
Course
Organise the material into an editable learning sequence with clear objectives, modules, lessons, and practice. Review the structure before giving access.
CourseCourse
AI & PRODUCTDecision-making with evidenceModule 1Frame the decision03 Module 2Collect useful evidence04 Module 3Test the recommendation05 - Step 03
Role task
Complete the assigned task in its supported response format. Preserve the original work so the reviewer can assess the evidence, not just a score.
Student responseRole task
AssignmentDefend the decision and name the largest uncertainty.▶02:14Student response “The strongest evidence supports option B, but the sample is still too narrow…”
Transcript ready - Step 04
Evidence
Complete the assigned task in its supported response format. Preserve the original work so the reviewer can assess the evidence, not just a score.
Student responseEvidence
AssignmentDefend the decision and name the largest uncertainty.▶02:14Student response “The strongest evidence supports option B, but the sample is still too narrow…”
Transcript ready - Step 05
Human review
Compare the task, original work, and available assessment. Correct mistakes and write feedback that explains the next useful action.
ReviewHuman review
AI first pass84%Ready for teacher review- Uses evidence4 / 5
- Explains limitations5 / 5
- Recommendation clarity3 / 5
Teacher feedbackGood reasoning. Add one piece of evidence that could disprove your recommendation. - Step 06
Update
Use the reviewed material and feedback to improve the next version. Check permission and context before reusing content.
CourseUpdate
AI & PRODUCTDecision-making with evidenceModule 1Frame the decision03 Module 2Collect useful evidence04 Module 3Test the recommendation05
Training completion is not performance evidence
Define what a learner must decide, explain, demonstrate, or produce in the real role.
Keep internal sources traceable
Use approved policies and material, record update ownership, and flag generated claims that need subject-matter review.
Assess realistic responses
Use scenarios, presentations, interviews, or written work with explicit criteria.
Pilot before scaling
Compare reviewer agreement, learner performance, preparation time, and operational load on one programme first.
Questions and limits
Common questions
Continue in SubSchool
Turn the page into a real teaching workflow
Convert approved material into courses, role tasks, open-ended evidence, reviewer feedback, and a maintainable programme.